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**Status:**
- **CNN v2:** ✅ Fully functional, matches CNNv2Effect
-- **CNN v1:** ⚠️ Produces incorrect output, use CNNEffect in demo for validation
+- **CNN v1:** ⚠️ Produces incorrect output, use CNNv1Effect in demo for validation
**Note:** `--weights` loads layer count and kernel sizes from the binary file, overriding `--layers` and forcing CNN v2.